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Binary Classification

Papers

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Showing 701–725 of 2574 papers

TitleStatusHype
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification—0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification—0
Estimating a sharp convergence bound for randomized ensembles—0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts—0
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels—0
Data-driven optimal stopping: A pure exploration analysis—0
Data-driven prediction and control of extreme events in a chaotic flow—0
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection—0
Common Mode Patterns for Supervised Tensor Subspace Learning—0
Data Selection for ERMs—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—0
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios—0
DEAL: Disentangling Transformer Head Activations for LLM Steering—0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification—0
Dealing with Imbalanced Classes in Bot-IoT Dataset—0
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
A Self-Supervised Transformer for Unusable Shared Bike Detection—0
Decision-based AI Visual Navigation for Cardiac Ultrasounds—0
Decision-Making under Miscalibration—0
Decision Making with Machine Learning and ROC Curves—0
Decoding Imagined Speech and Computer Control using Brain Waves—0
Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images—0
Combining Varied Learners for Binary Classification using Stacked Generalization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified